{"id":"W2092112241","doi":"10.7202/020985ar","title":"Essai méthodologique sur des stéréotypes régionaux au Canada","year":2005,"lang":"fr","type":"article","venue":"Cahiers de géographie du Québec","topic":"Categorization, perception, and language","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001218791,0.0005093033,0.0004932104,0.0003884325,0.0007001146,0.00007116908,0.0004963562,0.0008698688,0.005584631],"category_scores_gemma":[0.0005775915,0.000563349,0.0003086705,0.001110781,0.005530173,0.0002588258,0.00003787865,0.000797081,0.0002374883],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003097836,"about_ca_system_score_gemma":0.006326008,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9857959,"about_ca_topic_score_gemma":0.9993709,"domain_scores_codex":[0.9959319,0.001279537,0.0006102204,0.0007056117,0.0002922619,0.001180476],"domain_scores_gemma":[0.997446,0.0008139935,0.0002217757,0.0006819731,0.0002971683,0.0005391099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002845959,0.0009021891,0.4103223,0.000300646,0.0006673271,0.0003151734,0.04271701,0.0007967703,0.0005421684,0.1585671,0.2464381,0.1381465],"study_design_scores_gemma":[0.001229739,0.0001065772,0.4014068,0.00005277418,0.0001992252,0.0002920789,0.003137432,0.00004535912,0.00008223145,0.001492021,0.5913072,0.0006485477],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9454855,0.01377259,0.005620704,0.01104649,0.002508338,0.00035238,0.0001068474,0.0001840253,0.02092318],"genre_scores_gemma":[0.9100148,0.002150883,0.001121443,0.004561734,0.002945621,0.00006862605,0.0001485183,0.0001058963,0.07888249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3448691,"threshold_uncertainty_score":0.9996818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01381968016484436,"score_gpt":0.2516711993168357,"score_spread":0.2378515191519914,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}